Designing User Interfaces With a Data Science Approach
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| Title: | Designing User Interfaces With a Data Science Approach |
|---|---|
| Description: | Data science has been playing a vital role in almost all major fields. Many researchers are interested in the development of IT applications, which are user-driven with a focus on issues. This can be addressed using data science. User-driven research and data science have gained much attention from many private, public, and government organizations and research institutions. Designing User Interfaces With a Data Science Approach promotes the inclusion of more diversified users for user-centered designs of applications across domains and analyzes user data with a data science approach for effective and user-friendly user interface designs. It introduces the foundations of advanced topics of human-computer interaction, particularly with user-centered designs and techniques. Covering topics such as artificial neural networks, natural dialog systems, and machine learning, this book is an essential resource for faculty, research scholars, industry professionals, students of higher education, mathematicians, data scientists, interaction designers, visual designers, software engineers, user experience researchers, accessibility engineers, cognitive system engineers, academicians, and libraries. |
| Authors: | Abhijit Narayanrao Banubakode, Ganesh Dattatray Bhutkar, Yohannes Kurniawan, Chhaya Santosh Gosavi |
| Resource Type: | eBook. |
| Subjects: | User interfaces (Computer systems) |
| Categories: | COMPUTERS / User Interfaces, COMPUTERS / Data Science / General, COMPUTERS / Data Science / Machine Learning |
| Database: | eBook Collection (EBSCOhost) |
| FullText | Links: – Type: ebook-pdf – Type: ebook-epub Text: Availability: 0 |
|---|---|
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| Items | – Name: Title Label: Title Group: Ti Data: Designing User Interfaces With a Data Science Approach – Name: Abstract Label: Description Group: Ab Data: Data science has been playing a vital role in almost all major fields. Many researchers are interested in the development of IT applications, which are user-driven with a focus on issues. This can be addressed using data science. User-driven research and data science have gained much attention from many private, public, and government organizations and research institutions. Designing User Interfaces With a Data Science Approach promotes the inclusion of more diversified users for user-centered designs of applications across domains and analyzes user data with a data science approach for effective and user-friendly user interface designs. It introduces the foundations of advanced topics of human-computer interaction, particularly with user-centered designs and techniques. Covering topics such as artificial neural networks, natural dialog systems, and machine learning, this book is an essential resource for faculty, research scholars, industry professionals, students of higher education, mathematicians, data scientists, interaction designers, visual designers, software engineers, user experience researchers, accessibility engineers, cognitive system engineers, academicians, and libraries. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Abhijit+Narayanrao+Banubakode%22">Abhijit Narayanrao Banubakode</searchLink><br /><searchLink fieldCode="AR" term="%22Ganesh+Dattatray+Bhutkar%22">Ganesh Dattatray Bhutkar</searchLink><br /><searchLink fieldCode="AR" term="%22Yohannes+Kurniawan%22">Yohannes Kurniawan</searchLink><br /><searchLink fieldCode="AR" term="%22Chhaya+Santosh+Gosavi%22">Chhaya Santosh Gosavi</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22User+interfaces+%28Computer+systems%29%22">User interfaces (Computer systems)</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+User+Interfaces%22">COMPUTERS / User Interfaces</searchLink><br /><searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Data+Science+%2F+General%22">COMPUTERS / Data Science / General</searchLink><br /><searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Data+Science+%2F+Machine+Learning%22">COMPUTERS / Data Science / Machine Learning</searchLink> |
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| RecordInfo | BibRecord: BibEntity: Classifications: – Code: 005.437 Scheme: ddc Type: prePub Languages: – Code: eng Text: English Subjects: – SubjectFull: User interfaces (Computer systems) Type: general Titles: – TitleFull: Designing User Interfaces With a Data Science Approach Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Abhijit Narayanrao Banubakode – PersonEntity: Name: NameFull: Ganesh Dattatray Bhutkar – PersonEntity: Name: NameFull: Yohannes Kurniawan – PersonEntity: Name: NameFull: Chhaya Santosh Gosavi – PersonEntity: Name: NameFull: Abhijit Narayanrao Banubakode – PersonEntity: Name: NameFull: Ganesh Dattatray Bhutkar – PersonEntity: Name: NameFull: Yohannes Kurniawan – PersonEntity: Name: NameFull: Chhaya Santosh Gosavi IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2022 – D: 14 M: 03 Type: profile Y: 2022 Identifiers: – Type: isbn-print Value: 9781799891215 – Type: isbn-electronic Value: 9781799891239 – Type: isbn-electronic Value: 9781799891246 Titles: – TitleFull: Designing User Interfaces With a Data Science Approach Type: main |
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